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Artificial intelligence for antimicrobial resistance prediction: challenges and opportunities towards practical implementation
Antimicrobial resistance (AMR) is emerging as a potential threat to many lives worldwide. It
is very important to understand and apply effective strategies to counter the impact of AMR …
is very important to understand and apply effective strategies to counter the impact of AMR …
Population genomics of bacterial host adaptation
Some bacteria can transfer to new host species, and this poses a risk to human health.
Indeed, an estimated 60% of all human pathogens have originated from other animal …
Indeed, an estimated 60% of all human pathogens have originated from other animal …
Producing polished prokaryotic pangenomes with the Panaroo pipeline
Population-level comparisons of prokaryotic genomes must take into account the substantial
differences in gene content resulting from horizontal gene transfer, gene duplication and …
differences in gene content resulting from horizontal gene transfer, gene duplication and …
Rapid scoring of genes in microbial pan-genome-wide association studies with Scoary
Genome-wide association studies (GWAS) have become indispensable in human medicine
and genomics, but very few have been carried out on bacteria. Here we introduce Scoary …
and genomics, but very few have been carried out on bacteria. Here we introduce Scoary …
Phandango: an interactive viewer for bacterial population genomics
Fully exploiting the wealth of data in current bacterial population genomics datasets requires
synthesizing and integrating different types of analysis across millions of base pairs in …
synthesizing and integrating different types of analysis across millions of base pairs in …
Fast and flexible bacterial genomic epidemiology with PopPUNK
The routine use of genomics for disease surveillance provides the opportunity for high-
resolution bacterial epidemiology. Current whole-genome clustering and multilocus ty** …
resolution bacterial epidemiology. Current whole-genome clustering and multilocus ty** …
Resistance gene cloning from a wild crop relative by sequence capture and association genetics
S Arora, B Steuernagel, K Gaurav… - Nature …, 2019 - nature.com
Disease resistance (R) genes from wild relatives could be used to engineer broad-spectrum
resistance in domesticated crops. We combined association genetics with R gene …
resistance in domesticated crops. We combined association genetics with R gene …
Fast hierarchical Bayesian analysis of population structure
We present fastbaps, a fast solution to the genetic clustering problem. Fastbaps rapidly
identifies an approximate fit to a Dirichlet process mixture model (DPM) for clustering …
identifies an approximate fit to a Dirichlet process mixture model (DPM) for clustering …
Pyseer: a comprehensive tool for microbial pangenome-wide association studies
Genome-wide association studies (GWAS) in microbes have different challenges to GWAS
in eukaryotes. These have been addressed by a number of different methods. pyseer brings …
in eukaryotes. These have been addressed by a number of different methods. pyseer brings …
Microbial genome-wide association studies: lessons from human GWAS
The reduced costs of sequencing have led to whole-genome sequences for a large number
of microorganisms, enabling the application of microbial genome-wide association studies …
of microorganisms, enabling the application of microbial genome-wide association studies …